Matteo Scandella was born in Clusone (BG), Italy, on 29th December 1992.
He received the Bachelor Degree in Computer Science Engineering in 2014 from the Università degli Studi di Bergamo (Italy) and the Master Degree in Computer Science Engineering in 2016, with a thesis about algorithms for the semi-supervised indetification of non linear dynamical system. In 2019 he got his PhD degree in Control Systems (in the PhD program in Engineering and Applied Sciences) at the Università degli Studi di Bergamo with a thesis on “Regularized kernel-based learning for system identication”.
From July 2020 he was a post-doc researcher at Imperial College in London (UK). Since February 2024 he is Assistant Professor at University of Bergamo.
Publications
2022
Kernel-based system identification with manifold regularization: A Bayesian perspectiveMazzoleni, M., Chiuso, A., Scandella, M., Formentin, S., Previdi, F.
2021
Kernel-based identification of asymptotically stable continuous-time linear dynamical systemsM. Scandella, M. Mazzoleni, S. Formentin, F. Previdi
International Journal of Control
DOI: 10.1080/00207179.2020.1868580
2020
Data on the first endurance activity of a Brushless DC motor for aerospace applicationsM. Mazzoleni, M. Scandella, F. Previdi
Elsevier Data in Brief
DOI: 10.1016/j.dib.2020.105153.
ISSN: 2352-3409, vol. 29.
M. Mazzoleni, M. Scandella, S. Formentin, F. Previdi
2nd Learning for Dynamic and Control (L4DC) conference, June 10-11th, 2020, University of California, Berkeley, CA.
KBERG: A MatLab toolbox for nonlinear kernel-based regularization and system identificationM. Mazzoleni, M. Scandella, F. Previdi
21st IFAC World Congress, Berlin, Germany, July 12-17, 2020
Volume 53, Issue 2, Pages 1231-1236,
ISSN: 2405-8963,
DOI: 10.1016/j.ifacol.2020.12.1340.
M. Mazzoleni, M. Scandella, L. Maurelli, F. Previdi
21st IFAC World Congress, Berlin, Germany, July 12-17, 2020
Volume 53, Issue 2, Pages 92-97,
ISSN: 2405-8963,
DOI: 10.1016/j.ifacol.2020.12.100.
M. Mazzoleni, M. Scandella, S. Formentin, F. Previdi
18th EUCA European Control Conference (ECC)
DOI: 10.23919/ECC51009.2020.9143785
ISBN: 978-1-7281-8813-3
M. Scandella, M. Mazzoleni, S. Formentin, F. Previdi
IEEE Transactions on Automatic Control, 2020
Print ISSN: 0018-9286
Online ISSN: 1558-2523
DOI: 10.1109/TAC.2020.2989769
2019
A comparison of manifold regularization approaches for kernel-based system identificationM. Mazzoleni, M. Scandella, F. Previdi
13th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2019), Guildhall Winchester, Winchester, United Kingdom.
DOI: 10.1016/j.ifacol.2019.12.641
ISSN: 2405-8963
M. Mazzoleni, F. Previdi, M. Scandella, G. Pispola
IEEE Access, Vol. 7, N. 1, pp. 153618 – 153634, 2019
DOI https://10.1109/ACCESS.2019.2948781
ISSN: 2169-3536
S. Formentin, M. Mazzoleni, M. Scandella, F. Previdi
Systems & Control Letters, Vol. 128 (2019) pp. 56–63.
DOI: https://doi.org/10.1016/j.sysconle.2019.04.004
ISSN: 0167-6911
2018
Classification of light charged particles via learning-based system identificationM. Mazzoleni, M. Scandella, S. Formentin, F. Previdi
57th IEEE Conference on Decision and Control (CDC), Miami Beach (FL), USA, 2018.
DOI: 10.1109/CDC.2018.8618946
ISBN: 978-1-5386-1395-5.
M. Mazzoleni, M. Scandella, Y. Maccarana, F. Previdi, G. Pispola, N. Porzi
Proceedings of the 2nd IEEE Conference on Control Technology and Applications (CCTA), Copenhagen (DK)
DOI: 10.1109/CCTA.2018.8511334
ISBN: 978-1-5386-7698-1
M. Mazzoleni, M. Scandella, Y. Maccarana, F. Previdi, G. Pispola, N. Porzi
Proceedings of the 18th IFAC Symposium on System Identification (SYSID), Stockholm (SE)
DOI: 10.1016/j.ifacol.2018.09.070
ISSN: 2405-8963
M. Mazzoleni, M. Scandella, S. Formentin, F. Previdi
Proceedings of the 18th IFAC Symposium on System Identification (SYSID), Stockholm (SE)
DOI: 10.1016/j.ifacol.2018.09.227
ISSN: 2405-8963
F. Previdi, Y. Maccarana, M. Mazzoleni, M. Scandella, G. Pispola, N. Porzi
Proceedings of the 26th Mediterranean Conference on Control and Automation (MED), Zadar (HR)
DOI: 10.1109/MED.2018.8442734
ISSN: 2473-3504
M. Mazzoleni, S. Formentin, M. Scandella, F. Previdi
Proceedings of the 17th IEEE European Control Conference (ECC), Lymassol (CY)
DOI: 10.23919/ECC.2018.8550550
ISBN: 978-3-9524-2698-2
M. Mazzoleni, M. Scandella, F. Previdi
3rd Nonlinear System Identification Benchmarks Workshop, Liege (BE)